| # |
| # Licensed to the Apache Software Foundation (ASF) under one or more |
| # contributor license agreements. See the NOTICE file distributed with |
| # this work for additional information regarding copyright ownership. |
| # The ASF licenses this file to You under the Apache License, Version 2.0 |
| # (the "License"); you may not use this file except in compliance with |
| # the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, software |
| # distributed under the License is distributed on an "AS IS" BASIS, |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| # See the License for the specific language governing permissions and |
| # limitations under the License. |
| # |
| |
| |
| class Option: |
| def __init__(self, criterion, optimizer, batch_size, epoch): |
| self.criterion = criterion |
| self.optimizer = optimizer |
| self.batch_size = batch_size |
| self.epoch = epoch |
| self.accuracy_calculation = None |
| |
| def set_accuracy_calculation(self, accuracy_calculation): |
| self.accuracy_calculation = accuracy_calculation |
| |
| def get_criterion(self): |
| return self.criterion |
| |
| def get_optimizer(self): |
| return self.optimizer |
| |
| def get_batch_size(self): |
| return self.batch_size |
| |
| def get_epoch(self): |
| return self.epoch |
| |
| def get_accuracy_calculation(self): |
| return self.accuracy_calculation |
| |
| def to_dict(self): |
| result = { \ |
| "optimizer": self.get_optimizer().to_dict(), \ |
| "criterion": self.get_criterion().to_dict(), \ |
| "batchSize": self.get_batch_size(), \ |
| "epoch": self.get_epoch() } |
| |
| if self.accuracy_calculation is not None: |
| result["accuracy_calculation"] = self.get_accuracy_calculation().to_dict() |
| |
| return result |
